Graph Classification on NCI1 N3→N0
75.4AccuracyGraphCTA
Evaluation results
| Method | Links | |
|---|---|---|
| GraphCTA2026.02 | 75.4 | |
| GraphCTA2026.05 | 75.4 | |
| USBD2026.02 | 74.5 | |
| GraphATA2026.05 | 74 | |
| GALA2026.02 | 73.9 | |
| GALA2026.05 | 73.9 | |
| GALA2026.02 | 73.7 | |
| GALA2026.05 | 73.7 | |
| USBD2026.02 | 73.5 | |
| S2PLR2026.05 | 73.5 | |
| Ucon_SFDA2026.05 | 73.4 | |
| SF(DA)22026.02 | 73 | |
| SF(DA)^22026.05 | 73 | |
| SOGA2026.02 | 72.8 | |
| SOGA2026.05 | 72.8 | |
| SFDA_LLN2026.02 | 72.6 | |
| SOGA2026.02 | 72.6 | |
| SFDA_LLN2026.02 | 72.6 | |
| SFDA_LLN2026.05 | 72.6 | |
| SFDA_LLN2026.05 | 72.6 | |
| SOGA2026.05 | 72.6 | |
| NVC-LLN2026.02 | 72.4 | |
| NVC_LLN2026.05 | 72.4 | |
| SF(DA)22026.02 | 72.3 | |
| SF(DA)²2026.05 | 72.3 | |
| GraphCTA2026.02 | 72 | |
| GraphCTA2026.05 | 72 | |
| GraphATA2026.05 | 71.9 | |
| Ucon_SFDA2026.05 | 71.8 | |
| S²PLR2026.05 | 71.7 | |
| NVC-LLN2026.02 | 71 | |
| NVC_LLN2026.05 | 71 | |
| WL subtree2026.02 | 63.1 | |
| WL subtree2026.05 | 63.1 | |
| JacobiConv2026.02 | 55 | |
| JacobiConv2026.02 | 54.8 | |
| WL subtree2026.02 | 54.5 | |
| WL subtree2026.05 | 54.5 | |
| PathNN2026.02 | 37.4 | |
| PathNN2026.05 | 37.4 | |
| AutoSGNN2026.02 | 36.4 | |
| AutoSGNN2026.02 | 36.2 | |
| PathNN2026.02 | 35.5 | |
| PathNN2026.05 | 35.5 | |
| GIN2026.02 | 29.4 | |
| GIN2026.05 | 29.4 | |
| GCN2026.02 | 28.2 | |
| GCN2026.05 | 28.2 | |
| GMT2026.02 | 27.8 | |
| GMT2026.05 | 27.8 | |
| GCN2026.02 | 27.6 | |
| GCN2026.05 | 27.6 | |
| GMT2026.02 | 27.5 | |
| CIN2026.02 | 27.5 | |
| CIN2026.05 | 27.5 | |
| GMT2026.05 | 27.5 | |
| CIN2026.02 | 27.4 | |
| CIN2026.05 | 27.4 | |
| GIN2026.02 | 27 | |
| GIN2026.05 | 27 |